Clean Context Iframe

Detection approach

Clean Context Iframe trap triggered. The browser's primary window object reports standard user metrics, but a deeply nested double-iframe bypasses the automation stealth hooks and leaks the true headless identity.

How this helps detect bots

Collect this signal alongside session context, request metadata, and other independent indicators. A single anomaly is a lead, not a verdict; corroborating anomalies make automated traffic more likely.

Legitimate traffic to consider

None. Pure automation bypass trap that fails to compile on clean human browser engines.